Every time you hit "Enter" on a coding agent, you’re basically swiping your credit card. But in 2026, the real pros aren't just spending tokens—they’re optimizing them. Today, we’re breaking down the "Zero-Token Developer" stack: how to run Claude Code entirely on your local machine using Gemma 4 and LM Studio.

We explore the reality of "Hand-off Engineering"—the strategy of using top-tier models like Claude 3.7 for the high-level architecture, then handing the repetitive "muscle work" to a local model that lives in your RAM. If you’re tired of rate limits and mounting API bills, this is your survival guide for the terminal.

We’ll talk about:

• The Hardware Reality Check: Why a 7B model is great for "hello world" but a 26B mo ...